DocumentCode :
3013226
Title :
A novel suboptimal piecewise-linear-log-MAP algorithm for turbo decoding
Author :
Ivanov, Yu.Yu. ; Romanyuk, A.N. ; Kulyk, A. Ia ; Stukach, O.V.
Author_Institution :
Fac. of Automatics, Electron. & Comput. Syst., Vinnytsia Nat. Tech. Univ., Vinnytsia, Ukraine
fYear :
2015
fDate :
21-23 May 2015
Firstpage :
1
Lastpage :
8
Abstract :
In this paper, a new suboptimal modification for the log-MAP turbo decoding algorithm is proposed. This method (PL-log-MAP) based on the piecewise linear approximation of the the compensation term (correction function) in the Jacobian logarithm used by the MAP (BCJR) decoder. Using the proposed approximation, the complex functions ln(.) and exp(.) in the log-MAP algorithm can be estimated with high accuracy and lower computational complexity. The efficacy of the proposed approximation is investigated and demonstrated by applying it to digital communication system. The performance of the PL-log-MAP algorithm is shown to have the closest performance to the original log-MAP solution.
Keywords :
Jacobian matrices; computational complexity; digital communication; iterative decoding; piecewise linear techniques; turbo codes; Jacobian logarithm; PL-log-MAP algorithm; computational complexity; digital communication system; log-MAP turbo decoding algorithm; piecewise linear approximation; suboptimal piecewise-linear-log-MAP algorithm; Approximation algorithms; Decoding; Iterative decoding; Linear approximation; Piecewise linear approximation; Turbo codes; BER; Jacobian logarithm; MAP (BCJR) algorithm; approximation; compensation term; correction function; iterative decoding; log-MAP; max-log-MAP; turbo code;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location :
Omsk
Print_ISBN :
978-1-4799-7102-2
Type :
conf
DOI :
10.1109/SIBCON.2015.7147195
Filename :
7147195
Link To Document :
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